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News/SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing
arxiv
PublishedMay 26, 2026 at 4:00 AM

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing

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arXiv:2512.24008v3 Announce Type: replace Abstract: Personalized search demands the ability to model users' evolving, multi-dimensional information needs; a challenge for systems constrained by static profiles or monolithic retrieval pipelines. We present SPARK (Search Personalization via Agent-Driv

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